Core software engineering principles for code style, documentation, and development workflow. Applies when editing code, working in software repositories, or performing software development tasks.

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Deep pedagogical guidance - learn technology by doing with Socratic teaching. Use when learning a new framework or wanting to understand WHY, not just HOW.

Create interactive charts for car registration and COE data visualization using Recharts. Use when adding new chart types, fixing chart bugs, or implementing data visualizations.

Create, debug, or modify QStash workflows for data updates and social media posting in the API service. Use when adding new automated jobs, fixing workflow errors, or updating scheduling logic.

Guidelines and workflow for working on Laravel 11 or Laravel 12 applications across common stacks (API-only or full-stack), including optional Docker Compose/Sail, Inertia + React, Livewire, Vue,...

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Feature name to work on (reads from memory-bank/features/{name}/)

Create skills to extend the Databricks Assistant with specialized capabilities. Skills follow the open standard of Agent Skills. Skills package domain-specific knowledge and workflows that the...

Expert debugger using ALL MCP servers for analysis. Uses Memory for past bugs, UltraThink for hypothesis testing, MongoDB for log analysis, and search MCPs for solutions.

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Apply frontend development standards for React/Next.js/Tailwind projects. Covers colour extraction from logos, avoiding AI-slop aesthetics, performance targets (LCP <2.5s), and modern CSS...

Expert security analyst using ALL MCP servers. Uses Memory for known vulnerabilities, UltraThink for threat modeling, search MCPs for CVEs, and MongoDB for audit logs.

Scaffold and automate Grafana plugin projects using @grafana/create-plugin. Use when creating panel plugins, data source plugins, app plugins, or backend plugins. Handles project scaffolding,...

Expert performance optimizer using ALL MCP servers. Uses MongoDB for metrics, UltraThink for analysis, Memory for benchmarks, and search MCPs for optimization techniques.

Expert in GitHub Actions for CI/CD automation. This skill should be used when the user says "add CI", "setup GitHub Actions", "create workflow", "deploy workflow", "automate tests", "CI/CD...

Deep architectural planning with --ultrathink (32K tokens) followed by phased creation with fresh context. Two-stage workflow - UltraPlan creates comprehensive PHASES.md, then Create builds each...

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Frontend architecture expert. Use when planning component architecture, state management strategies, performance optimization, or technology selection decisions.

Manages agent isolation levels and resource boundaries. Configures strict, moderate, and permissive isolation profiles. Activate on 'isolation level', 'agent isolation', 'resource boundaries',...